K-means clustering

Using the same functions kmeansruns, the ideal number of clusters were determined by iterating 1000 times with a range of 2-10 clusters in total. The results suggested that the English monolingual group

English monolingual group

South asian group

Southeast asian group

East asian group

Other multilingual group

Appendix

Eng mono

S asian

SE asian

E asian

Other